Insurance fraud detection: A statistically validated network approach

Fraud is a social phenomenon, and fraudsters often collaborate with other fraudsters, taking on different roles. The challenge for insurance companies is to implement claim assessment and improve fraud detection accuracy. We developed an investigative system based on bipartite networks, highlighting the relationships between subjects and accidents or vehicles and accidents. We formalize filtering rules through probability models and test specific methods to assess the existence of communities in extensive networks and propose new alert metrics for suspicious structures. We apply the methodology to a real database—the Italian Antifraud Integrated Archive—and compare the results to out-of-sample fraud scams under investigation by the judicial authorities.     

GROWTH AND CYCLES, IN THE MODE OF MARX AND SCHUMPETER

I propose a theory of endogenous growth and cycles under competitive conditions. Firms choose how many workers to hire, how much to invest, and which technologies to use. New capacity, embodying labor-saving technologies, is costlier than old one but allows for a lower wage bill. The interaction between labor-saving innovations and changes in the relative price of labor is the source of growth cycles.     

Rent-seeking and innovation

Innovations and their adoption are the keys to growth and development. Innovations are less socially useful, but more profitable for the innovator, when they are adopted slowly and the innovator remains a monopolist. For this reason, rent-seeking, both public and private, plays an important role in determining the social usefulness of innovations. This paper examines the political economy of intellectual property, analyzing the trade-off between private and public rent-seeking. While it is true in principle that public rent-seeking may be a substitute for private rent-seeking, it is not true that this results always either in less private rent-seeking or in a welfare improvement. When the public sector itself is selfish and behaves rationally, we may experience the worst of public and private rent-seeking together.     

Multi-stage real option evaluation with double barrier under stochastic volatility and interest rate

Annals of Finance - This paper focuses on valuing R&D projects using a twofold compound real option by including two knock-out barriers. However, the valuation of R&D projects is...     

Management of the political imperative in international business

In this paper we develop a framework for analyzing the political imperative. We argue that the effects of the political imperative on the firm will be a function of industry structure. Strategies that management employs in coping with the political imperative are a function of its impact on the firm and the firm's strategic predisposition. We also speculate on why strategic predisposition may lead firms to employ strategies that are not responsive to the demands of the political imperative.     

German dominance in the EMS

The paper assesses the merit of the view according to which the Bundesbank dominates monetary policy-making in the European Monetary System. Our tests give a strong rejection of German dominance and suggest, instead, that monetary policymaking in the EMS is interactive. There is evidence that the Bundesbank pursues her own policy goals in the longer run. But German independence does not imply German dominance.     

Welfare migration in Europe

The enlargement of the European Union has increased concerns about the role of generous welfare transfers in attracting migrants. This paper explores the issue of welfare migration across the countries of the pre-enlargement European Union and finds a significant but small effect of the generosity of welfare on migration decisions. This effect, however, is still large enough to distort the distribution of migration flows and, possibly, offset the potential benefits of migration as an inflow of mobile labour into countries with traditionally immobile native workers.